Niemann-Lenz, .J. et al. 2023. WITH OR WITHOUT THE CROWD? THE INFLUENCE OF CODER CHARACTERISTICS ON CODING DECISIONS COMPARING CROWDWORKERS AND TRADITIONAL CODERS. AoIR Selected Papers of Internet Research. (Dec. 2023). DOI:https://doi.org/10.5210/spir.v2023i0.13471.